{"repo":"Sajid030/anime-recommendation-system","free":true,"listed":false,"github":"https://github.com/Sajid030/anime-recommendation-system","clone":"git clone https://github.com/Sajid030/anime-recommendation-system.git","description":"Personalized anime recommendations based on collaborative filtering. Discover your next favorite anime!","language":"Jupyter Notebook","stars":35,"topics":["keras","neural-networks","numpy","pandas","sklearn","tensorflow","tfidf-vectorizer","wordcloud-visualization","data-preprocessing","data-visualization"],"license":"MIT","category":"machine-learning","readme_excerpt":"Anime Recommendation System🎌 Table of Contents - Demo - Overview - Code Walkthrough - About the Dataset - Motivation - Acknowledgments - Installation - Directory Tree - Bug / Feature Request - Future scope of project Demo - Link: Anime-Recommender Note: If the website link provided above is not working, it might mean that the deployment has been stopped or there are technical issues. We apologize for any inconvenience. - Please consider giving a ⭐ to the repository if you find this app useful. - A quick preview of my anime recommendation system: https://github.com/Sajid030/anime-recommendation-system/assets/126476034/756fafed-7caf-4811-af46-8a8888e6f14b Overview 🌟📚 Welcome to the Anime Recommendation System! This project aims to provide personalized anime recommendations based on collaborative filtering techniques. The application utilizes user-based collaborative filtering to find similar users based on their anime preferences and recommends animes liked by similar users that the target user has not watched yet. Additionally, the system employs item-based collaborative filtering to find similar animes based on their features (e.g., genres, synopsis) and recommends animes similar to the one provided by the user. The dataset used for training and recommendation includes various anime titles, user ratings, and anime features such as genres and synopses. The model was trained using TensorFlow and Keras to create anime embeddings for both users and animes, facilitating efficie","default_branch":null,"files":null,"tree":[],"storefront":"/r/Sajid030","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Sajid030/anime-recommendation-system/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}